Data Wrangling 课程
数据 Wrangling 课程可以帮助您学习数据清理、数据 Transformer 技术和数据整合方法。您可以掌握处理缺失值、重塑数据集和合并多个来源数据的技能。许多课程都会介绍 Pandas 和 NumPy 等 Python 库以及用于数据库管理的 SQL 等工具，展示这些技能如何简化分析和可视化的数据准备工作。
热门 Data Wrangling 课程和认证
状态：免费试用Johns Hopkins University
您将获得的技能: MySQL, 数据操作, 数据管理, Data Management, SQL, 数据导入/导出, 数据整理, 数据清理, 数据收集, 网页抓取, 应用编程接口 (API), R 语言程序设计（中文版）
状态：免费试用Fractal Analytics
您将获得的技能: 数据操作, SQL, 数据库管理, 关系数据库, 数据库, MySQL 工作台, 数据清理, 数据转换, Query 语言, 数据完整性, 数据库设计, 数据分析
状态：免费试用University of Michigan
您将获得的技能: 数据操作, 数据处理, JSON, 数据结构, 还原式 API, 数据收集, 数据转换, Python 程序设计, 应用编程接口 (API), 网页抓取
状态：免费试用Duke University
您将获得的技能: 集成开发环境, 数据操作, Pandas（Python 软件包）, Git（版本控制系统）, 数据导入/导出, NumPy, 数据结构, 版本控制, Python 程序设计, 虚拟环境, 开发环境, 软件开发工具, 数据分析软件
状态：免费试用University of Michigan
您将获得的技能: NumPy, Debugging, Pandas (Python Package), Statistics, Data Analysis, Descriptive Statistics, Data-oriented programming, Data Processing, Maintainability, Numerical Analysis, Critical Thinking, Technical Support
状态：新状态：免费试用Macquarie University
您将获得的技能: Information Privacy, Personally Identifiable Information, Data Security, Threat Detection, Threat Modeling, Vulnerability Assessments, Cybersecurity, Vulnerability, Data Ethics, General Data Protection Regulation (GDPR), Cyber Risk, Data Governance, Data Encryption Standard, Security Management, Security Software, Compliance Management, Risk Management, Data Access, Security Strategy, NIST 800-53
状态：免费试用您将获得的技能: Extract, Transform, Load, Power BI, Data Transformation, Data Cleansing, Query Languages, Data Manipulation, Data Integration, Data Processing, Data Validation, Data Import/Export, Data Quality, Data Analysis, Data Modeling
状态：预览Whizlabs
您将获得的技能: Data Governance, Extract, Transform, Load, Metadata Management, Role-Based Access Control (RBAC), Data Cleansing, Databricks, Data Management, Data Pipelines, Data Lakes, Amazon Web Services, Amazon Redshift, Data Architecture, Data Security, Personally Identifiable Information, Data Warehousing, Data Quality, General Data Protection Regulation (GDPR), Fraud detection
状态：免费试用您将获得的技能: Data Warehousing, Extract, Transform, Load, Snowflake Schema, Star Schema, Business Intelligence, Data Modeling, Database Design, Data Management, Data Integration, Performance Tuning, Databases, Data Transformation, Scalability
状态：免费试用University of Colorado Boulder
您将获得的技能: Web Scraping, Data Integration, Data Cleansing, Data Import/Export, Data Quality, Data Processing, Data Collection, Data Manipulation, SQL, Databases, Query Languages, Extensible Markup Language (XML), Pandas (Python Package), Application Programming Interface (API)
状态：免费试用Fred Hutchinson Cancer Center
您将获得的技能: CI/CD, Continuous Integration, Containerization, Docker (Software), Development Environment, Continuous Deployment, Devops Tools, Cloud-Native Computing, Bioinformatics, Software Development, Debugging, Software Versioning, Command-Line Interface
状态：预览您将获得的技能: Multi-Cloud, Data Architecture, Dataflow, Data Management, Regulatory Compliance, Information Architecture, Cloud Management, Data Infrastructure, Data Strategy, AI Product Strategy, Data Science, Data Security, Strategic Planning
总之，以下是 10 最受欢迎的 data wrangling 课程
- 获取和清理数据: Johns Hopkins University
- 使用 SQL 进行数据分析: Fractal Analytics
- 用 Python 收集和处理数据: University of Michigan
- 数据工程 Python 和 Pandas: Duke University
- Data-Oriented Python Programming and Debugging: University of Michigan
- Cyber Security: Data Security and Information Privacy: Macquarie University
- Data Extract, Transform, and Load in Power BI: Microsoft
- Data Governance with Databricks: Whizlabs
- Data Warehousing: Schema, ETL, Optimal Performance: Coursera
- Data Collection and Integration: University of Colorado Boulder
